# Introduction:
Department

Here are preliminary results of the bibliometric mapping of the 2022 Luxembourg research evaluation. Its purpose is:

The method for the research-field-mapping can be reiviewed here:

Rakas, M., & Hain, D. S. (2019). The state of innovation system research: What happens beneath the surface?. Research Policy, 48(9), 103787.

Topic modelling

Topics by topwords

Topics over time

Knowledge Bases: Co-Citation network analysis

Note: This analysis refers the co-citation analysis, where the cited references and not the original publications are the unit of analysis. See tab Technical descriptionfor additional explanations

Knowledge Bases summary

Main Indicators

In order to partition networks into components or clusters, we deploy a community detection technique based on the Lovain Algorithm (Blondel et al., 2008). The Lovain Algorithm is a heuristic method that attempts to optimize the modularity of communities within a network by maximizing within- and minimizing between-community connectivity. We identify the following communities = knowledge bases.

com name dgr_int dgr
Knowledge Base 1: KB 1
1 HANSEN T.B. JENSEN T.I. CLAUSEN B.H. BRAMSEN J.B. FINSEN B. DAMGAARD C.K. KJEMS J. NATURAL RNA CIRCLES FUNCTION AS EFFICIENT MICRORNA SPONGES (2013) 19464 19738
1 JECK W.R. SORRENTINO J.A. WANG K. SLEVIN M.K. BURD C.E. LIU J. MARZLUFF W.F. SHARPLESS N.E. CIRCULAR RNAS ARE ABUNDANT CONSERVED AND ASSOCIATED WIT… 16117 16324
1 SALZMAN J. GAWAD C. WANG P.L. LACAYO N. BROWN P.O. CIRCULAR RNAS ARE THE PREDOMINANT TRANSCRIPT ISOFORM FROM HUNDREDS OF HUMAN GENES IN DIVERSE CEL… 13929 17280
1 SALZMAN J. CHEN R.E. OLSEN M.N. WANG P.L. BROWN P.O. CELL-TYPE SPECIFIC FEATURES OF CIRCULAR RNA EXPRESSION (2013) 13576 17162
1 ASHWAL-FLUSS R. MEYER M. PAMUDURTI N.R. IVANOV A. BARTOK O. HANAN M. EVANTAL N. KADENER S. CIRCRNA BIOGENESIS COMPETES WITH PRE-MRNA SPLICING (2014) 13496 13667
1 JECK W.R. SHARPLESS N.E. DETECTING AND CHARACTERIZING CIRCULAR RNAS (2014) 13441 16399
1 ZHANG X.O. WANG H.B. ZHANG Y. LU X. CHEN L.L. YANG L. COMPLEMENTARY SEQUENCE-MEDIATED EXON CIRCULARIZATION (2014) 11318 14052
1 GUO J.U. AGARWAL V. GUO H. BARTEL D.P. EXPANDED IDENTIFICATION AND CHARACTERIZATION OF MAMMALIAN CIRCULAR RNAS (2014) 10900 13418
1 ZHANG Y. ZHANG X.O. CHEN T. XIANG J.F. YIN Q.F. XING Y.H. ZHU S. CHEN L.L. CIRCULAR INTRONIC LONG NONCODING RNAS (2013) 10505 10612
1 CONN S.J. PILLMAN K.A. TOUBIA J. CONN V.M. SALMANIDIS M. PHILLIPS C.A. ROSLAN S. GOODALL G.J. THE RNA BINDING PROTEIN QUAKING REGULATES FORMATION O… 10300 10406
Knowledge Base 2: KB 2
2 MCCLEMENTS D.J. LI Y. STRUCTURED EMULSION-BASED DELIVERY SYSTEMS: CONTROLLING THE DIGESTION AND RELEASE OF LIPOPHILIC FOOD COMPONENTS (2010) 1747 1747
2 MCCLEMENTS D.J. PROTEIN-STABILIZED EMULSIONS (2004) 1605 1605
2 SINGH H. YE A. HORNE D. STRUCTURING FOOD EMULSIONS IN THE GASTROINTESTINAL TRACT TO MODIFY LIPID DIGESTION (2009) 1267 1267
2 GOLDING M. WOOSTER T.J. THE INFLUENCE OF EMULSION STRUCTURE AND STABILITY ON LIPID DIGESTION (2010) 1125 1125
2 SALVIA-TRUJILLO L. QIAN C. MARTÍN-BELLOSO O. MCCLEMENTS D.J. INFLUENCE OF PARTICLE SIZE ON LIPID DIGESTION AND Β-CAROTENE BIOACCESSIBILITY IN EMULS… 1092 1092
2 MCCLEMENTS D.J. CRITICAL REVIEW OF TECHNIQUES AND METHODOLOGIES FOR CHARACTERIZATION OF EMULSION STABILITY (2007) 879 879
2 SINGH H. YE A. STRUCTURAL AND BIOCHEMICAL FACTORS AFFECTING THE DIGESTION OF PROTEIN-STABILIZED EMULSIONS (2013) 861 861
2 MCCLEMENTS D.J. LI Y. REVIEW OF IN VITRO DIGESTION MODELS FOR RAPID SCREENING OF EMULSION-BASED SYSTEMS (2010) 842 842
2 ZHANG R. ZHANG Z. ZHANG H. DECKER E.A. MCCLEMENTS D.J. INFLUENCE OF EMULSIFIER TYPE ON GASTROINTESTINAL FATE OF OIL-IN-WATER EMULSIONS CONTAINING A… 820 820
2 DICKINSON E. FLOCCULATION OF PROTEIN-STABILIZED OIL-IN-WATER EMULSIONS (2010) 813 813
Knowledge Base 3: KB 3
3 GRINDEM H. SNYDER-MACKLER L. MOKSNES H. ENGEBRETSEN L. RISBERG M.A. SIMPLE DECISION RULES CAN REDUCE REINJURY RISK BY 84% AFTER ACL RECONSTRUCTION:… 3656 3744
3 PATERNO M.V. RAUH M.J. SCHMITT L.C. FORD K.R. HEWETT T.E. INCIDENCE OF SECOND ACL INJURIES 2 YEARS AFTER PRIMARY ACL RECONSTRUCTION AND RETURN TO S… 2543 2771
3 ARDERN C.L. TAYLOR N.F. FELLER J.A. WEBSTER K.E. FIFTY-FIVE PER CENT RETURN TO COMPETITIVE SPORT FOLLOWING ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTIO… 2334 2422
3 KYRITSIS P. BAHR R. LANDREAU P. MILADI R. WITVROUW E. LIKELIHOOD OF ACL GRAFT RUPTURE: NOT MEETING SIX CLINICAL DISCHARGE CRITERIA BEFORE RETURN TO… 2324 2369
3 ARDERN C.L. WEBSTER K.E. TAYLOR N.F. FELLER J.A. RETURN TO SPORT FOLLOWING ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION SURGERY: A SYSTEMATIC REVIEW A… 2194 2267
3 WIGGINS A.J. GRANDHI R.K. SCHNEIDER D.K. STANFIELD D. WEBSTER K.E. MYER G.D. RISK OF SECONDARY INJURY IN YOUNGER ATHLETES AFTER ANTERIOR CRUCIATE L… 2160 2455
3 BARBER-WESTIN S.D. NOYES F.R. FACTORS USED TO DETERMINE RETURN TO UNRESTRICTED SPORTS ACTIVITIES AFTER ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION (2… 1833 1877
3 WEBSTER K.E. FELLER J.A. LAMBROS C. DEVELOPMENT AND PRELIMINARY VALIDATION OF A SCALE TO MEASURE THE PSYCHOLOGICAL IMPACT OF RETURNING TO SPORT FOL… 1522 1554
3 PATERNO M.V. SCHMITT L.C. FORD K.R. BIOMECHANICAL MEASURES DURING LANDING AND POSTURAL STABILITY PREDICT SECOND ANTERIOR CRUCIATE LIGAMENT INJURY A… 1510 1702
3 PATERNO M.V. RAUH M.J. SCHMITT L.C. FORD K.R. HEWETT T.E. INCIDENCE OF CONTRALATERAL AND IPSILATERAL ANTERIOR CRUCIATE LIGAMENT (ACL) 1393 1454
Knowledge Base 4: KB 4
4 ANDERSON A.F. ANDERSON C.N. CORRELATION OF MENISCAL AND ARTICULAR CARTILAGE INJURIES IN CHILDREN AND ADOLESCENTS WITH TIMING OF ANTERIOR CRUCIATE L… 1315 1654
4 LAWRENCE J.T. ARGAWAL N. GANLEY T.J. DEGENERATION OF THE KNEE JOINT IN SKELETALLY IMMATURE PATIENTS WITH A DIAGNOSIS OF AN ANTERIOR CRUCIATE LIGAME… 1314 1433
4 KOCHER M.S. GARG S. MICHELI L.J. PHYSEAL SPARING RECONSTRUCTION OF THE ANTERIOR CRUCIATE LIGAMENT IN SKELETALLY IMMATURE PREPUBESCENT CHILDREN AND … 1306 1401
4 SOLIGARD T. MYKLEBUST G. STEFFEN K. COMPREHENSIVE WARM-UP PROGRAMME TO PREVENT INJURIES IN YOUNG FEMALE FOOTBALLERS: CLUSTER RANDOMISED CONTROLLED … 1235 1293
4 DODWELL E.R. LAMONT L.E. GREEN D.W. PAN T.J. MARX R.G. LYMAN S. 20 YEARS OF PEDIATRIC ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION IN NEW YORK STATE (… 864 1245
4 LAUERSEN J.B. BERTELSEN D.M. ANDERSEN L.B. THE EFFECTIVENESS OF EXERCISE INTERVENTIONS TO PREVENT SPORTS INJURIES: A SYSTEMATIC REVIEW AND META-ANA… 811 832
4 CALVO R. FIGUEROA D. GILI F. TRANSPHYSEAL ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION IN PATIENTS WITH OPEN PHYSES: 10-YEAR FOLLOW-UP STUDY (2015) 794 834
4 ANDERSON A.F. TRANSEPIPHYSEAL REPLACEMENT OF THE ANTERIOR CRUCIATE LIGAMENT USING QUADRUPLE HAMSTRING GRAFTS IN SKELETALLY IMMATURE PATIENTS (2004) 787 800
4 SOLIGARD T. NILSTAD A. STEFFEN K. COMPLIANCE WITH A COMPREHENSIVE WARM-UP PROGRAMME TO PREVENT INJURIES IN YOUTH FOOTBALL (2010) 771 787
4 KOCHER M.S. SAXON H.S. HOVIS W.D. HAWKINS R.J. MANAGEMENT AND COMPLICATIONS OF ANTERIOR CRUCIATE LIGAMENT INJURIES IN SKELETALLY IMMATURE PATIENTS:… 762 786
Knowledge Base 5: KB 5
5 WOODRUFF T.J. ZOTA A.R. SCHWARTZ J.M. ENVIRONMENTAL CHEMICALS IN PREGNANT WOMEN IN THE UNITED STATES: NHANES 2003-2004 (2011) 835 835
5 WOODRUFF T.J. ZOTA A.R. SCHWARTZ J.M. ENVIRONMENTAL CHEMICALS IN PREGNANT WOMEN IN THE UNITED STATES: NHANES 2003–2004 (2011) 816 816
5 OULHOTE Y. BOUCHARD M.F. URINARY METABOLITES OF ORGANOPHOSPHATE AND PYRETHROID PESTICIDES AND BEHAVIORAL PROBLEMS IN CANADIAN CHILDREN (2013) 613 613
5 HORNUNG R.W. REED L.D. ESTIMATION OF AVERAGE CONCENTRATION IN THE PRESENCE OF NONDETECTABLE VALUES (1990) 366 366
5 FERGUSON K.K. MCELRATH T.F. MEEKER J.D. ENVIRONMENTAL PHTHALATE EXPOSURE AND PRETERM BIRTH (2014) 259 259
5 VANDENBERG L.N. HAUSER R. MARCUS M. OLEA N. WELSHONS W.V. HUMAN EXPOSURE TO BISPHENOL A (BPA) 240 240
5 PERRIER F. GIORGIS-ALLEMAND L. SLAMA R. PHILIPPAT C. WITHIN-SUBJECT POOLING OF BIOLOGICAL SAMPLES TO REDUCE EXPOSURE MISCLASSIFICATION IN BIOMARKER… 223 223
5 BRAUN J.M. KALKBRENNER A.E. CALAFAT A.M. BERNERT J.T. YE X. SILVA M.J. VARIABILITY AND PREDICTORS OF URINARY BISPHENOL A CONCENTRATIONS DURING PREG… 208 208
5 SILVA M.J. SAMANDAR E. PREAU J.L. JR. REIDY J.A. NEEDHAM L.L. CALAFAT A.M. QUANTIFICATION OF 22 PHTHALATE METABOLITES IN HUMAN URINE (2007) 196 196
5 ESKENAZI B. MARKS A.R. BRADMAN A. HARLEY K. BARR D.B. JOHNSON C. MORGA N. JEWELL N.P. ORGANOPHOSPHATE PESTICIDE EXPOSURE AND NEURODEVELOPMENT IN YO… 196 196
Knowledge Base 6: KB 6
6 HANSEN T.B. JENSEN T.I. CLAUSEN B.H. BRAMSEN J.B. FINSEN B. DAMGAARD C.K. NATURAL RNA CIRCLES FUNCTION AS EFFICIENT MICRORNA SPONGES (2013) 5698 9096
6 MEMCZAK S. JENS M. ELEFSINIOTI A. TORTI F. KRUEGER J. RYBAK A. CIRCULAR RNAS ARE A LARGE CLASS OF ANIMAL RNAS WITH REGULATORY POTENCY (2013) 5542 8895
6 JECK W.R. SORRENTINO J.A. WANG K. SLEVIN M.K. BURD C.E. LIU J. CIRCULAR RNAS ARE ABUNDANT CONSERVED AND ASSOCIATED WITH ALU REPEATS (2013) 4665 7526
6 ASHWAL-FLUSS R. MEYER M. PAMUDURTI N.R. IVANOV A. BARTOK O. HANAN M. CIRCRNA BIOGENESIS COMPETES WITH PRE-MRNA SPLICING (2014) 4369 6902
6 LI Z. HUANG C. BAO C. CHEN L. LIN M. WANG X. EXON-INTRON CIRCULAR RNAS REGULATE TRANSCRIPTION IN THE NUCLEUS (2015) 3975 6242
6 ZHANG Y. ZHANG X.O. CHEN T. XIANG J.F. YIN Q.F. XING Y.H. CIRCULAR INTRONIC LONG NONCODING RNAS (2013) 3216 5142
6 CONN S.J. PILLMAN K.A. TOUBIA J. CONN V.M. SALMANIDIS M. PHILLIPS C.A. THE RNA BINDING PROTEIN QUAKING REGULATES FORMATION OF CIRCRNAS (2015) 3097 4810
6 LEGNINI I. DI TIMOTEO G. ROSSI F. MORLANDO M. BRIGANTI F. STHANDIER O. CIRC-ZNF609 IS A CIRCULAR RNA THAT CAN BE TRANSLATED AND FUNCTIONS IN MYOGEN… 2743 4314
6 PAMUDURTI N.R. BARTOK O. JENS M. ASHWAL-FLUSS R. STOTTMEISTER C. RUHE L. TRANSLATION OF CIRCRNAS (2017) 2700 4248
6 ZHENG Q. BAO C. GUO W. LI S. CHEN J. CHEN B. CIRCULAR RNA PROFILING REVEALS AN ABUNDANT CIRCHIPK3 THAT REGULATES CELL GROWTH BY SPONGING MULTIPLE M… 2425 3870
Knowledge Base 7: KB 7
7 MILNER C.E. FERBER R. POLLARD C.D. HAMILL J. DAVIS I.S. BIOMECHANICAL FACTORS ASSOCIATED WITH TIBIAL STRESS FRACTURE IN FEMALE RUNNERS (2006) 1010 1016
7 VAN GENT R.N. SIEM D. VAN MIDDELKOOP M. VAN OS A.G. BIERMA-ZEINSTRA S.M. KOES B.W. INCIDENCE AND DETERMINANTS OF LOWER EXTREMITY RUNNING INJURIES I… 801 813
7 ZADPOOR A.A. NIKOOYAN A.A. THE RELATIONSHIP BETWEEN LOWER-EXTREMITY STRESS FRACTURES AND THE GROUND REACTION FORCE: A SYSTEMATIC REVIEW (2011) 800 800
7 DAVIS I.S. BOWSER B.J. MULLINEAUX D.R. GREATER VERTICAL IMPACT LOADING IN FEMALE RUNNERS WITH MEDICALLY DIAGNOSED INJURIES: A PROSPECTIVE INVESTIGA… 798 809
7 VAN DER WORP H. VRIELINK J.W. BREDEWEG S.W. DO RUNNERS WHO SUFFER INJURIES HAVE HIGHER VERTICAL GROUND REACTION FORCES THAN THOSE WHO REMAIN INJURY… 710 718
7 A SYSTEMATIC REVIEW ON RISK FACTORS AND SEX DIFFERENCES (2015) 686 704
7 YAMATO T.P. SARAGIOTTO B.T. LOPES A.D. A CONSENSUS DEFINITION OF RUNNING-RELATED INJURY IN RECREATIONAL RUNNERS: A MODIFIED DELPHI APPROACH (2015) 654 668
7 TAUNTON J.E. RYAN M.B. CLEMENT D.B. MCKENZIE D.C. LLOYD-SMITH D.R. ZUMBO B.D. A RETROSPECTIVE CASE-CONTROL ANALYSIS OF 2002 RUNNING INJURIES (2002) 577 588
7 CROWELL H.P. DAVIS I.S. GAIT RETRAINING TO REDUCE LOWER EXTREMITY LOADING IN RUNNERS (2011) 476 482
7 KLUITENBERG B. VAN MIDDELKOOP M. DIERCKS R. VAN DER WORP H. WHAT ARE THE DIFFERENCES IN INJURY PROPORTIONS BETWEEN DIFFERENT POPULATIONS OF RUNNERS… 456 465
Knowledge Base 8: KB 8
8 GLOBAL REGIONAL AND NATIONAL DISABILITY-ADJUSTED LIFE-YEARS (DALYS) 780 780
8 BHATT S. WEISS D.J. CAMERON E. BISANZIO D. MAPPIN B. DALRYMPLE U. THE EFFECT OF MALARIA CONTROL ON PLASMODIUM FALCIPARUM IN AFRICA BETWEEN 2000 AND… 761 761
8 STEVENS G.A. ALKEMA L. BLACK R.E. GUIDELINES FOR ACCURATE AND TRANSPARENT HEALTH ESTIMATES REPORTING: THE GATHER STATEMENT (2016) 638 638
8 SALOMON J.A. HAAGSMA J.A. DAVIS A. DISABILITY WEIGHTS FOR THE GLOBAL BURDEN OF DISEASE 2013 STUDY (2015) 426 426
8 FOREMAN K.J. LOZANO R. LOPEZ A.D. MURRAY C.J. MODELING CAUSES OF DEATH: AN INTEGRATED APPROACH USING CODEM (2012) 386 389
8 BHATT S. WEISS D.J. CAMERON E. THE EFFECT OF MALARIA CONTROL ON PLASMODIUM FALCIPARUM IN AFRICA BETWEEN 2000 AND 2015 (2015) 284 284
8 GLOBAL REGIONAL AND NATIONAL AGE-SEX SPECIFIC MORTALITY FOR 264 CAUSES OF DEATH 1980–2016: A SYSTEMATIC ANALYSIS FOR THE GLOBAL BURDEN OF DISEASE S… 280 280
8 GLOBAL REGIONAL AND NATIONAL INCIDENCE PREVALENCE AND YEARS LIVED WITH DISABILITY FOR 328 DISEASES AND INJURIES FOR 195 COUNTRIES 1990–2016: A SYST… 267 267
8 RANSON H. LISSENDEN N. INSECTICIDE RESISTANCE IN AFRICAN ANOPHELES MOSQUITOES: A WORSENING SITUATION THAT NEEDS URGENT ACTION TO MAINTAIN MALARIA C… 239 239
8 GLOBAL REGIONAL AND NATIONAL COMPARATIVE RISK ASSESSMENT OF 84 BEHAVIOURAL ENVIRONMENTAL AND OCCUPATIONAL AND METABOLIC RISKS OR CLUSTERS OF RISKS … 231 231

Development of Knowledge Bases

Technical description

In a co-cittion network, the strength of the relationship between a reference pair \(m\) and \(n\) (\(s_{m,n}^{coc}\)) is expressed by the number of publications \(C\) which are jointly citing reference \(m\) and \(n\).

\[s_{m,n}^{coc} = \sum_i c_{i,m} c_{i,n}\]

The intuition here is that references which are frequently cited together are likely to share commonalities in theory, topic, methodology, or context. It can be interpreted as a measure of similarity as evaluated by other researchers that decide to jointly cite both references. Because the publication process is time-consuming, co-citation is a backward-looking measure, which is appropriate to map the relationship between core literature of a field.

Research Areas: Bibliographic coupling analysis

Research Areas main summary

This is arguably the more interesting part. Here, we identify the literature’s current knowledge frontier by carrying out a bibliographic coupling analysis of the publications in our corpus. This measure uses bibliographical information of publications to establish a similarity relationship between them. Again, method details to be found in the tab Technical description. As you will see, we identify the main research area, but also a set of adjacent research areas with some theoretical/methodological/application overlap.

Main Characteristics

To identify communities in the field’s knowledge frontier (labeled research areas) we again use the Lovain Algorithm (Blondel et al., 2008). We identify the following communities = research areas.

Categorization

I up to now gain only provide the 10 most central articles, which can be used to classify them

com_name AU PY TI dgr_int TC TC_year
Research Area 1: RA 1
RA 1 WIGGINS AJ;GRANDHI RK;… 2016 RISK OF SECONDARY INJURY IN YOUNGER ATHLETES AFTER ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION 9.2287104 482 80.333333
RA 1 GRINDEM H;SNYDER-MACKL… 2016 SIMPLE DECISION RULES CAN REDUCE REINJURY RISK BY 84% AFTER ACL RECONSTRUCTION: THE DELAWARE-OSLO ACL COHORT STUDY 4.2947709 493 82.166667
RA 1 PATERNO MV;FLYNN K;THO… 2018 SELF-REPORTED FEAR PREDICTS FUNCTIONAL PERFORMANCE AND SECOND ACL INJURY AFTER ACL RECONSTRUCTION AND RETURN TO SPORT: A P… 19.5674645 81 20.250000
RA 1 WELLSANDT E;FAILLA MJ;… 2017 LIMB SYMMETRY INDEXES CAN OVERESTIMATE KNEE FUNCTION AFTER ANTERIOR CRUCIATE LIGAMENT INJURY 9.6838693 159 31.800000
RA 1 WEBSTER KE;FELLER JA 2016 EXPLORING THE HIGH REINJURY RATE IN YOUNGER PATIENTS UNDERGOING ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION 5.6553440 252 42.000000
RA 1 PATERNO MV;HUANG B;THO… 2017 CLINICAL FACTORS THAT PREDICT A SECOND ACL INJURY AFTER ACL RECONSTRUCTION AND RETURN TO SPORT: PRELIMINARY DEVELOPMENT OF… 16.5399954 78 15.600000
RA 1 KYRITSIS P;BAHR R;LAND… 2016 LIKELIHOOD OF ACL GRAFT RUPTURE: NOT MEETING SIX CLINICAL DISCHARGE CRITERIA BEFORE RETURN TO SPORT IS ASSOCIATED WITH A F… 3.8658967 330 55.000000
RA 1 WEBSTER KE;HEWETT TE 2019 WHAT IS THE EVIDENCE FOR AND VALIDITY OF RETURN-TO-SPORT TESTING AFTER ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION SURGERY? … 12.6383152 94 31.333333
RA 1 EKSTRAND J;WALDÉN M;HÄ… 2016 HAMSTRING INJURIES HAVE INCREASED BY 4% ANNUALLY IN MEN’S PROFESSIONAL FOOTBALL, SINCE 2001: A 13-YEAR LONGITUDINAL ANALYS… 3.6117147 327 54.500000
RA 1 GOKELER A;WELLING W;ZA… 2017 DEVELOPMENT OF A TEST BATTERY TO ENHANCE SAFE RETURN TO SPORTS AFTER ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION 8.3728922 136 27.200000
Research Area 2: RA 2
RA 2 MCCLEMENTS DJ;GUMUS CE 2016 NATURAL EMULSIFIERS — BIOSURFACTANTS, PHOSPHOLIPIDS, BIOPOLYMERS, AND COLLOIDAL PARTICLES: MOLECULAR AND PHYSICOCHEMICAL B… 3.8232967 451 75.166667
RA 2 OZTURK B;MCCLEMENTS DJ 2016 PROGRESS IN NATURAL EMULSIFIERS FOR UTILIZATION IN FOOD EMULSIONS 2.6363335 239 39.833333
RA 2 BAI L;HUAN S;LI Z;MCCL… 2017 COMPARISON OF EMULSIFYING PROPERTIES OF FOOD-GRADE POLYSACCHARIDES IN OIL-IN-WATER EMULSIONS: GUM ARABIC, BEET PECTIN, AND… 3.5495262 168 33.600000
RA 2 CHANG Y;MCCLEMENTS DJ 2016 INFLUENCE OF EMULSIFIER TYPE ON THE IN VITRO DIGESTION OF FISH OIL-IN-WATER EMULSIONS IN THE PRESENCE OF AN ANIONIC MARINE… 4.5017122 126 21.000000
RA 2 BAI L;HUAN S;GU J;MCCL… 2016 FABRICATION OF OIL-IN-WATER NANOEMULSIONS BY DUAL-CHANNEL MICROFLUIDIZATION USING NATURAL EMULSIFIERS: SAPONINS, PHOSPHOLI… 3.6532804 153 25.500000
RA 2 TANG C-H 2017 EMULSIFYING PROPERTIES OF SOY PROTEINS: A CRITICAL REVIEW WITH EMPHASIS ON THE ROLE OF CONFORMATIONAL FLEXIBILITY 3.4458968 152 30.400000
RA 2 WINUPRASITH T;KHOMEIN … 2018 ENCAPSULATION OF VITAMIN D3 IN PICKERING EMULSIONS STABILIZED BY NANOFIBRILLATED MANGOSTEEN CELLULOSE: IMPACT ON IN VITRO … 4.7456890 108 27.000000
RA 2 ZHANG Z;ZHANG R;MCCLEM… 2016 ENCAPSULATION OF Β-CAROTENE IN ALGINATE-BASED HYDROGEL BEADS: IMPACT ON PHYSICOCHEMICAL STABILITY AND BIOACCESSIBILITY 4.5635182 104 17.333333
RA 2 TAVERNIER I;WIJAYA W;V… 2016 FOOD-GRADE PARTICLES FOR EMULSION STABILIZATION 2.3206386 202 33.666667
RA 2 BAI L;MCCLEMENTS DJ 2016 FORMATION AND STABILIZATION OF NANOEMULSIONS USING BIOSURFACTANTS: RHAMNOLIPIDS 3.4539621 126 21.000000
Research Area 3: RA 3
RA 3 HAY SI;ABAJOBIR AA;ABA… 2017 GLOBAL, REGIONAL, AND NATIONAL DISABILITY-ADJUSTED LIFE-YEARS (DALYS) FOR 333 DISEASES AND INJURIES AND HEALTHY LIFE EXPEC… 6.4865295 1168 233.600000
RA 3 KYU HH;ABATE D;ABATE K… 2018 GLOBAL, REGIONAL, AND NATIONAL DISABILITY-ADJUSTED LIFE-YEARS (DALYS) FOR 359 DISEASES AND INJURIES AND HEALTHY LIFE EXPEC… 5.6102896 1289 322.250000
RA 3 STANAWAY JD;AFSHIN A;G… 2018 GLOBAL, REGIONAL, AND NATIONAL COMPARATIVE RISK ASSESSMENT OF 84 BEHAVIOURAL, ENVIRONMENTAL AND OCCUPATIONAL, AND METABOLI… 3.2476392 1947 486.750000
RA 3 VOS T;ABAJOBIR AA;ABBA… 2017 GLOBAL, REGIONAL, AND NATIONAL INCIDENCE, PREVALENCE, AND YEARS LIVED WITH DISABILITY FOR 328 DISEASES AND INJURIES FOR 19… 1.7626146 3488 697.600000
RA 3 FITZMAURICE C;ALLEN C;… 2017 GLOBAL, REGIONAL, AND NATIONAL CANCER INCIDENCE, MORTALITY, YEARS OF LIFE LOST, YEARS LIVED WITH DISABILITY, AND DISABILIT… 2.2453079 2474 494.800000
RA 3 FITZMAURICE C;AKINYEMI… 2018 GLOBAL, REGIONAL, AND NATIONAL CANCER INCIDENCE, MORTALITY, YEARS OF LIFE LOST, YEARS LIVED WITH DISABILITY, AND DISABILIT… 4.5863618 897 224.250000
RA 3 GBD 2015 MORTALITY AND… 2016 GLOBAL, REGIONAL, AND NATIONAL LIFE EXPECTANCY, ALL-CAUSE MORTALITY, AND CAUSE-SPECIFIC MORTALITY FOR 249 CAUSES OF DEATH,… 1.1055004 3654 609.000000
RA 3 KASSEBAUM NJ;ARORA M;B… 2016 GLOBAL, REGIONAL, AND NATIONAL DISABILITY-ADJUSTED LIFE-YEARS (DALYS) FOR 315 DISEASES AND INJURIES AND HEALTHY LIFE EXPEC… 3.0485639 1308 218.000000
RA 3 FEIGIN VL;KRISHNAMURTH… 2017 GLOBAL, REGIONAL, AND NATIONAL BURDEN OF NEUROLOGICAL DISORDERS DURING 1990–2015: A SYSTEMATIC ANALYSIS FOR THE GLOBAL BUR… 3.4973450 1040 208.000000
RA 3 FEIGIN VL;NICHOLS E;AL… 2019 GLOBAL, REGIONAL, AND NATIONAL BURDEN OF NEUROLOGICAL DISORDERS, 1990–2016: A SYSTEMATIC ANALYSIS FOR THE GLOBAL BURDEN OF… 3.3464598 1086 362.000000
Research Area 4: RA 4
RA 4 LI X;YANG L;CHEN L-L 2018 THE BIOGENESIS, FUNCTIONS, AND CHALLENGES OF CIRCULAR RNAS 49.1053390 880 220.000000
RA 4 LEGNINI I;DI TIMOTEO G… 2017 CIRC-ZNF609 IS A CIRCULAR RNA THAT CAN BE TRANSLATED AND FUNCTIONS IN MYOGENESIS 37.3152516 1143 228.600000
RA 4 PAMUDURTI NR;BARTOK O;… 2017 TRANSLATION OF CIRCRNAS 23.9673666 954 190.800000
RA 4 EBBESEN KK;KJEMS J;HAN… 2016 CIRCULAR RNAS: IDENTIFICATION, BIOGENESIS AND FUNCTION 56.1505868 366 61.000000
RA 4 VO JN;CIESLIK M;ZHANG … 2019 THE LANDSCAPE OF CIRCULAR RNA IN CANCER 31.6095576 647 215.666667
RA 4 KULCHESKI FR;CHRISTOFF… 2016 CIRCULAR RNAS ARE MIRNA SPONGES AND CAN BE USED AS A NEW CLASS OF BIOMARKER 38.6739909 503 83.833333
RA 4 ZHANG X-O;DONG R;ZHANG… 2016 DIVERSE ALTERNATIVE BACK-SPLICING AND ALTERNATIVE SPLICING LANDSCAPE OF CIRCULAR RNAS 43.3308497 448 74.666667
RA 4 BARRETT SP;SALZMAN J 2016 CIRCULAR RNAS: ANALYSIS, EXPRESSION AND POTENTIAL FUNCTIONS 35.1080979 505 84.166667
RA 4 GUARNERIO J;BEZZI M;JE… 2016 ONCOGENIC ROLE OF FUSION-CIRCRNAS DERIVED FROM CANCER-ASSOCIATED CHROMOSOMAL TRANSLOCATIONS 42.1655476 350 58.333333
RA 4 LI Y;ZHENG F;XIAO X;XI… 2017 CIRCHIPK3 SPONGES MIR-558 TO SUPPRESS HEPARANASE EXPRESSION IN BLADDER CANCER CELLS 37.0630886 386 77.200000
Research Area 5: RA 5
RA 5 BRAUN JM 2017 EARLY-LIFE EXPOSURE TO EDCS: ROLE IN CHILDHOOD OBESITY AND NEURODEVELOPMENT 0.7863752 356 71.200000
RA 5 GIULIVO M;LOPEZ DE ALD… 2016 HUMAN EXPOSURE TO ENDOCRINE DISRUPTING COMPOUNDS: THEIR ROLE IN REPRODUCTIVE SYSTEMS, METABOLIC SYNDROME AND BREAST CANCER… 0.6542093 326 54.333333
RA 5 KIM K-H;KABIR E;JAHAN SA 2017 EXPOSURE TO PESTICIDES AND THE ASSOCIATED HUMAN HEALTH EFFECTS 0.2510582 710 142.000000
RA 5 LEE J;CHOI K;PARK J;MO… 2018 BISPHENOL A DISTRIBUTION IN SERUM, URINE, PLACENTA, BREAST MILK, AND UMBILICAL CORD SERUM IN A BIRTH PANEL OF MOTHER–NEONA… 1.5321029 112 28.000000
RA 5 SUNDERLAND EM;HU XC;DA… 2019 A REVIEW OF THE PATHWAYS OF HUMAN EXPOSURE TO POLY- AND PERFLUOROALKYL SUBSTANCES (PFASS) AND PRESENT UNDERSTANDING OF HEA… 0.3393374 505 168.333333
RA 5 PHILIPS EM;JADDOE VWV;… 2018 BISPHENOL AND PHTHALATE CONCENTRATIONS AND ITS DETERMINANTS AMONG PREGNANT WOMEN IN A POPULATION-BASED COHORT IN THE NETHE… 1.8337434 89 22.250000
RA 5 HAUSER R;GASKINS AJ;SO… 2016 URINARY PHTHALATE METABOLITE CONCENTRATIONS AND REPRODUCTIVE OUTCOMES AMONG WOMEN UNDERGOING IN VITRO FERTILIZATION: RESUL… 1.2248123 110 18.333333
RA 5 SHEKHAR S;SOOD S;SHOWK… 2017 DETECTION OF PHENOLIC ENDOCRINE DISRUPTING CHEMICALS (EDCS) FROM MATERNAL BLOOD PLASMA AND AMNIOTIC FLUID IN INDIAN POPULA… 1.2854436 104 20.800000
RA 5 OSAKA A;UEYAMA J;KONDO… 2016 EXPOSURE CHARACTERIZATION OF THREE MAJOR INSECTICIDE LINES IN URINE OF YOUNG CHILDREN IN JAPAN-NEONICOTINOIDS, ORGANOPHOSP… 1.2237062 96 16.000000
RA 5 BRAUN JM;CHEN A;ROMANO… 2016 PRENATAL PERFLUOROALKYL SUBSTANCE EXPOSURE AND CHILD ADIPOSITY AT 8 YEARS OF AGE: THE HOME STUDY 0.8398369 124 20.666667
Research Area 6: RA 6
RA 6 CHAN ZYS;ZHANG JH;AU I… 2018 GAIT RETRAINING FOR THE REDUCTION OF INJURY OCCURRENCE IN NOVICE DISTANCE RUNNERS: 1-YEAR FOLLOW-UP OF A RANDOMIZED CONTRO… 4.6882859 85 21.250000
RA 6 CEYSSENS L;VANELDEREN … 2019 BIOMECHANICAL RISK FACTORS ASSOCIATED WITH RUNNING-RELATED INJURIES: A SYSTEMATIC REVIEW 5.3642054 71 23.666667
RA 6 BERTELSEN ML;HULME A;P… 2017 A FRAMEWORK FOR THE ETIOLOGY OF RUNNING-RELATED INJURIES 3.0616643 119 23.800000
RA 6 MESSIER SP;MARTIN DF;M… 2018 A 2-YEAR PROSPECTIVE COHORT STUDY OF OVERUSE RUNNING INJURIES: THE RUNNERS AND INJURY LONGITUDINAL STUDY (TRAILS) 2.9605425 98 24.500000
RA 6 RICE HM;JAMISON ST;DAV… 2016 FOOTWEAR MATTERS: INFLUENCE OF FOOTWEAR AND FOOT STRIKE ON LOAD RATES DURING RUNNING 5.0004356 57 9.500000
RA 6 DAVIS IS;BOWSER BJ;MUL… 2016 GREATER VERTICAL IMPACT LOADING IN FEMALE RUNNERS WITH MEDICALLY DIAGNOSED INJURIES: A PROSPECTIVE INVESTIGATION 2.0002445 141 23.500000
RA 6 NAPIER C;MACLEAN CL;MA… 2018 KINETIC RISK FACTORS OF RUNNING-RELATED INJURIES IN FEMALE RECREATIONAL RUNNERS 5.0516961 52 13.000000
RA 6 HULME A;NIELSEN RO;TIM… 2017 RISK AND PROTECTIVE FACTORS FOR MIDDLE- AND LONG-DISTANCE RUNNING-RELATED INJURY 3.0964215 77 15.400000
RA 6 DAVIS IS;RICE HM;WEARI… 2017 WHY FOREFOOT STRIKING IN MINIMAL SHOES MIGHT POSITIVELY CHANGE THE COURSE OF RUNNING INJURIES 4.6890730 46 9.200000
RA 6 FRANCIS P;WHATMAN C;SH… 2019 THE PROPORTION OF LOWER LIMB RUNNING INJURIES BY GENDER, ANATOMICAL LOCATION AND SPECIFIC PATHOLOGY: A SYSTEMATIC REVIEW 3.3834342 62 20.666667
Research Area 7: RA 7
RA 7 MENG S;ZHOU H;FENG Z;X… 2017 CIRCRNA: FUNCTIONS AND PROPERTIES OF A NOVEL POTENTIAL BIOMARKER FOR CANCER 23.8346579 854 170.800000
RA 7 KRISTENSEN LS;HANSEN T… 2018 CIRCULAR RNAS IN CANCER: OPPORTUNITIES AND CHALLENGES IN THE FIELD 19.2154699 801 200.250000
RA 7 CHEN J;LI Y;ZHENG Q;BA… 2017 CIRCULAR RNA PROFILE IDENTIFIES CIRCPVT1 AS A PROLIFERATIVE FACTOR AND PROGNOSTIC MARKER IN GASTRIC CANCER 20.2088047 504 100.800000
RA 7 ZHANG H-D;JIANG L-H;SU… 2018 CIRCRNA: A NOVEL TYPE OF BIOMARKER FOR CANCER 20.8507099 448 112.000000
RA 7 HSIAO K-Y;LIN Y-C;GUPT… 2017 NONCODING EFFECTS OF CIRCULAR RNA CCDC66 PROMOTE COLON CANCER GROWTH AND METASTASIS 16.2378591 435 87.000000
RA 7 YU J;XU Q-G;WANG Z-G;Y… 2018 CIRCULAR RNA CSMARCA5 INHIBITS GROWTH AND METASTASIS IN HEPATOCELLULAR CARCINOMA 17.0871293 390 97.500000
RA 7 GREENE J;BAIRD A-M;BRA… 2017 CIRCULAR RNAS: BIOGENESIS, FUNCTION AND ROLE IN HUMAN DISEASES 20.8004003 317 63.400000
RA 7 ZHANG M;HUANG N;YANG X… 2018 A NOVEL PROTEIN ENCODED BY THE CIRCULAR FORM OF THE SHPRH GENE SUPPRESSES GLIOMA TUMORIGENESIS 15.3156129 351 87.750000
RA 7 HAN D;LI J;WANG H;SU X… 2017 CIRCULAR RNA CIRCMTO1 ACTS AS THE SPONGE OF MICRORNA-9 TO SUPPRESS HEPATOCELLULAR CARCINOMA PROGRESSION 6.6616814 784 156.800000
RA 7 LASDA E;PARKER R 2016 CIRCULAR RNAS CO-PRECIPITATE WITH EXTRACELLULAR VESICLES: A POSSIBLE MECHANISM FOR CIRCRNA CLEARANCE 20.0596771 242 40.333333
Research Area 8: RA 8
RA 8 YANG Y;GAO X;ZHANG M;Y… 2018 NOVEL ROLE OF FBXW7 CIRCULAR RNA IN REPRESSING GLIOMA TUMORIGENESIS 17.1188081 584 146.000000
RA 8 YANG Y;FAN X;MAO M;SON… 2017 EXTENSIVE TRANSLATION OF CIRCULAR RNAS DRIVEN BY N 6 -METHYLADENOSINE 10.5037036 885 177.000000
RA 8 ZHANG Z;YANG T;XIAO J 2018 CIRCULAR RNAS: PROMISING BIOMARKERS FOR HUMAN DISEASES 16.2388391 316 79.000000
RA 8 SHANG X;LI G;LIU H;LI … 2016 COMPREHENSIVE CIRCULAR RNA PROFILING REVEALS THAT HSA-CIRC-0005075, A NEW CIRCULAR RNA BIOMARKER, IS INVOLVED IN HEPATOCEL… 12.8206923 279 46.500000
RA 8 MENG X;LI X;ZHANG P;WA… 2017 CIRCULAR RNA: AN EMERGING KEY PLAYER IN RNA WORLD 17.2545118 189 37.800000
RA 8 XIA S;FENG J;LEI L;HU … 2017 COMPREHENSIVE CHARACTERIZATION OF TISSUE-SPECIFIC CIRCULAR RNAS IN THE HUMAN AND MOUSE GENOMES 14.5804355 195 39.000000
RA 8 DONG Y;HE D;PENG Z;PEN… 2017 CIRCULAR RNAS IN CANCER: AN EMERGING KEY PLAYER 11.5798637 185 37.000000
RA 8 WAN L;ZHANG L;FAN K;CH… 2016 CIRCULAR RNA-ITCH SUPPRESSES LUNG CANCER PROLIFERATION VIA INHIBITING THE WNT/Β-CATENIN PATHWAY 7.7955873 248 41.333333
RA 8 NG WL;MOHD MOHIDIN TB;… 2018 FUNCTIONAL ROLE OF CIRCULAR RNAS IN CANCER DEVELOPMENT AND PROGRESSION 14.8165519 118 29.500000
RA 8 FAN X;WENG X;ZHAO Y;CH… 2017 CIRCULAR RNAS IN CARDIOVASCULAR DISEASE: AN OVERVIEW 10.8813784 137 27.400000
Research Area 9: RA 9
NA BEAUFILS P;BECKER R;KO… 2017 SURGICAL MANAGEMENT OF DEGENERATIVE MENISCUS LESIONS: THE 2016 ESSKA MENISCUS CONSENSUS 1.8647186 116 23.200000
NA GOMES CPC;SPENCER H;FO… 2017 THE FUNCTION AND THERAPEUTIC POTENTIAL OF LONG NON-CODING RNAS IN CARDIOVASCULAR DEVELOPMENT AND DISEASE 0.7633404 73 14.600000
NA ARSLAN S;BERKAN Ö;LALE… 2017 LONG NON-CODING RNAS IN THE ATHEROSCLEROTIC PLAQUE 0.6616524 71 14.200000
NA BEAUFILS P;BECKER R;KO… 2017 SURGICAL MANAGEMENT OF DEGENERATIVE MENISCUS LESIONS: THE 2016 ESSKA MENISCUS CONSENSUS 1.2792683 31 6.200000
NA GREENLAND S;SENN SJ;RO… 2016 STATISTICAL TESTS, P VALUES, CONFIDENCE INTERVALS, AND POWER: A GUIDE TO MISINTERPRETATIONS 0.0215827 1134 189.000000
NA DEVAUX Y;DANKIEWICZ J;… 2016 ASSOCIATION OF CIRCULATING MICRORNA-124-3P LEVELS WITH OUTCOMES AFTER OUT-OF-HOSPITAL CARDIAC ARREST: A SUBSTUDY OF A RAND… 0.5269329 43 7.166667
NA ZAWADA AM;ZHANG L;EMRI… 2017 MICRORNA PROFILING OF HUMAN INTERMEDIATE MONOCYTES 1.2039795 18 3.600000
NA LECLERCQ B;PLATEL A;AN… 2017 GENETIC AND EPIGENETIC ALTERATIONS IN NORMAL AND SENSITIVE COPD-DISEASED HUMAN BRONCHIAL EPITHELIAL CELLS REPEATEDLY EXPOS… 0.2982456 61 12.200000
NA STAMMET P;DANKIEWICZ J… 2017 PROTEIN S100 AS OUTCOME PREDICTOR AFTER OUT-OF-HOSPITAL CARDIAC ARREST AND TARGETED TEMPERATURE MANAGEMENT AT 33 °C AND 36 °C 0.2931090 51 10.200000
NA JUSIC A;DEVAUX Y;THE E… 2020 MITOCHONDRIAL NONCODING RNA-REGULATORY NETWORK IN CARDIOVASCULAR DISEASE 0.3209324 46 23.000000

Development

Connectivity between the research areas

Knowledge Bases, Research Areas & Topics

Technical description

In a bibliographic coupling network, the coupling-strength between publications is determined by the number of commonly cited references they share, assuming a common pool of references to indicate similarity in context, methods, or theory. Formally, the strength of the relationship between a publication pair \(i\) and \(j\) (\(s_{i,j}^{bib}\)) is expressed by the number of commonly cited references.

\[s_{i,j}^{bib} = \sum_m c_{i,m} c_{j,m}\]

Since our corpus contains publications which differ strongly in terms of the number of cited references, we normalize the coupling strength by the Jaccard similarity coefficient. Here, we weight the intercept of two publications’ bibliography (shared refeences) by their union (number of all references cited by either \(i\) or \(j\)). It is bounded between zero and one, where one indicates the two publications to have an identical bibliography, and zero that they do not share any cited reference. Thereby, we prevent publications from having high coupling strength due to a large bibliography (e.g., literature surveys).

\[S_{i,j}^{jac-bib} =\frac{C(i \cap j)}{C(i \cup j)} = \frac{s_{i,j}^{bib}}{c_i + c_j - s_{i,j}^{bib}}\]

More recent articles have a higher pool of possible references to co-cite to, hence they are more likely to be coupled. Consequently, bibliographic coupling represents a forward looking measure, and the method of choice to identify the current knowledge frontier at the point of analysis.

Endnotes

All results are preliminary so far…